Multi-dimensional Information Space View of Wireless Sensor Networks with Optimization applications

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dc.contributor.author Braun, RM
dc.contributor.author Chaczko, ZC
dc.contributor.editor Moreno DÃ az, R
dc.contributor.editor Pichler, F
dc.contributor.editor Quesada Arencibia, A
dc.date.accessioned 2012-10-12T03:31:40Z
dc.date.issued 2012-01
dc.identifier.citation Lecture Notes in Computer Science, 2012, LNCS 6928, 6928 pp. 146 - 152
dc.identifier.issn 0302-9743
dc.identifier.other C1 en_US
dc.identifier.uri http://hdl.handle.net/10453/17761
dc.description.abstract This paper presents an optimization example using a new paradigm for viewing the work of Wireless Sensor Networks. In our earlier paper the Observed Field (OF) is described as a multi-dimensional Information Space (ISp). The Wireless Sensor Network is described as a Transformation Space (TS), while the information collector is a single point consumer of information, described as an Information Sink (ISi). Formal mathematical descriptions were suggested for the OF and the ISp. We showed how the TS can be formally thought of as a multi-dimensional transform function between ISp and ISi. It can be aggregated into a notional multi-dimensional value between {0, 1}. In this paper, this formal mathematical description is used to create a genetic algorithm based optimization strategy for creating routes through the TS, using a cost function based on mutual information. The example uses a connectivity array, a mutual information array and the PBIL algorithm.
dc.format Jessica Robinson
dc.language English
dc.publisher Springer
dc.relation.isbasedon 10.1007/978-3-642-27579-1_19
dc.title Multi-dimensional Information Space View of Wireless Sensor Networks with Optimization applications
dc.type Journal Article
dc.parent Lecture Notes in Computer Science
dc.journal.volume 6928
dc.journal.number en_US
dc.publocation Germany en_US
dc.identifier.startpage 146 en_US
dc.identifier.endpage 152 en_US
dc.cauo.name FEIT.School of Computing and Communications en_US
dc.conference Verified OK en_US
dc.for 100510 Wireless Communications
dc.personcode 011197
dc.personcode 980435
dc.percentage 100 en_US
dc.classification.name Wireless Communications en_US
dc.classification.type FOR-08 en_US
dc.edition LNCS 6928 en_US
dc.edition LNCS 6928
dc.edition LNCS 6928
dc.edition LNCS 6928
dc.edition LNCS 6928
dc.custom Computer Aided Systems Theory - EUROCAST 2011 en_US
dc.date.activity 20110206 en_US
dc.location.activity Las Palmas de Gran Canaria, Spain en_US
dc.location.activity Las Palmas de Gran Canaria, Spain
dc.location.activity Las Palmas de Gran Canaria, Spain
dc.location.activity Las Palmas de Gran Canaria, Spain
dc.location.activity Las Palmas de Gran Canaria, Spain
dc.description.keywords en_US
pubs.embargo.period Not known
pubs.organisational-group /University of Technology Sydney
pubs.organisational-group /University of Technology Sydney/Faculty of Engineering and Information Technology
pubs.organisational-group /University of Technology Sydney/Faculty of Engineering and Information Technology/School of Computing and Communications
pubs.organisational-group /University of Technology Sydney/Strength - Realtime Information Networks


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